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How to do image feature extractions? #15

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linkhochon opened this issue Apr 18, 2023 · 4 comments
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How to do image feature extractions? #15

linkhochon opened this issue Apr 18, 2023 · 4 comments
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@linkhochon
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Hi there!

Is there any documentation or guide on how to use this model as a feature extractor?
I'd like to feed it some images and receive features of those images.

Thanks.

@patricklabatut patricklabatut self-assigned this Apr 18, 2023
@patricklabatut patricklabatut added the documentation Improvements or additions to documentation label Apr 18, 2023
@patricklabatut
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No, but that's something we will definitely consider documenting better. Meanwhile I would point you the evaluation code available under dinov2/eval/ which does extract (and combine) features to feed them into simple classifiers.

@woctezuma
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Related:

@linkhochon
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I'll check them out. Thank you both @woctezuma and @patricklabatut!
And looking forward to read the documentation once it's available. It'd be very informative! Thanks again :)

@patricklabatut
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Closing this specific issue and keeping #2 open until the documentation is improved.

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